Anomaly detection for big log data using a Hadoop ecosystem.
Siwoon SonMyeong-Seon GilYang-Sae MoonPublished in: BigComp (2017)
Keyphrases
- anomaly detection
- log data
- big data
- intrusion detection
- detecting anomalies
- cloud computing
- network intrusion detection
- anomalous behavior
- log files
- network traffic
- log analysis
- data management
- data mining techniques
- intrusion detection system
- detecting anomalous
- data analysis
- network anomaly detection
- detect anomalies
- one class support vector machines
- unsupervised learning
- data processing
- negative selection algorithm
- data warehousing
- information extraction
- knowledge discovery
- query processing
- data structure
- database systems
- learning algorithm
- data sets